Alberto Dequino

Ph.D. candidate in Intelligenza Artificiale , 37^th cycle (2021-2024)
Department of Control and Computer Engineering (DAUIN)

alberto.dequino@polito.it

Profile

PhD

Tutors

Michela Milano
Francesco Conti

Research interests

Embedded systems

Green networking, sustainable networks, machine learning for networking,

Machine learning

Transformer

Ultra low power

Publications

Latest publications View all publications in Porto@Iris

Dequino, A; Conti, Francesco; Benini, Luca (2022)
ViT-LR: Pushing the Envelope for Transformer-Based On-Device Embedded Continual Learning. In: 2022 IEEE 13th International Green and Sustainable Computing Conference (IGSC), Pittsburgh, PA (USA), 24-25 October 2022, pp. 1-6. ISBN: 978-1-6654-6550-2
Contributo in Atti di Convegno (Proceeding)
Burrello, Alessio; Dequino, Alberto; Jahier Pagliari, Daniele; Conti, Franceso; ... (2021)
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. In: 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021, USA, 2021, pp. 1-6. ISBN: 978-1-6654-3922-0
Contributo in Atti di Convegno (Proceeding)